This repository contains a ViT-small model trained on the RxRx1 dataset for cellular image analysis, along with corresponding single-cell RNA sequencing data.
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model_state_dict.pth- Pre-trained Vision Transformer model weights based on WSLscrna_data.h5ad- Single-cell RNA sequencing data in AnnData format
Citation
If you use this model in your research, please cite:
@misc{chen2025integratingbiological,
title={Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines},
author={Jiayuan Chen and Thai-Hoang Pham and Yuanlong Wang and Ping Zhang},
year={2025},
eprint={2507.10737},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2507.10737},
}
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